THE CTO ADVISOR/4+1 MODEL/CROSS-VENDOR COMPARE
Cross-Vendor Comparison Dashboard

Cross-Vendor Comparison

Generated dynamically from the 12 fully assessed vendors. Stub assessments are excluded.

■ Layer-by-Layer Status

VENDORL01A1B1C2A2B2CL3(+1)
Dell
HPE
AWS
VAST
Google Cloud
VMware
Microsoft Azure
NVIDIA
IBM / Red Hat
Oracle Cloud
Cisco
Palantir
strong
moderate
gap
absent
partner

■ DAPM Authority Profile

Dell
RET 52%DEL 38%CED 3%ABS 7%
HPE
RET 74%DEL 26%CED 0%ABS 0%
AWS
RET 4%DEL 71%CED 25%ABS 0%
VAST
RET 10%DEL 17%CED 74%ABS 0%
Google Cloud
RET 0%DEL 12%CED 88%ABS 0%
VMware
RET 79%DEL 21%CED 0%ABS 0%
Microsoft Azure
RET 4%DEL 26%CED 70%ABS 0%
NVIDIA
RET 24%DEL 29%CED 47%ABS 0%
IBM / Red Hat
RET 62%DEL 29%CED 6%ABS 3%
Oracle Cloud
RET 0%DEL 4%CED 96%ABS 0%
Cisco
RET 84%DEL 16%CED 0%ABS 0%
Palantir
RET 0%DEL 7%CED 93%ABS 0%

■ Layer 2C — The Reasoning Plane

DellNot Yet Evident
No Productized Dell-Owned Layer 2C EvidentDell + Intel Control Plane (Signal Only)
HPERetained (IT Ops) + Delegated (AI Workloads)
GreenLake Intelligence (IT Operations 2C)Kamiwaza (AI Workload 2C, via Unleash AI)HPE Data Fabric Policy Engine
AWSIntelligence 2C: Delegated | Infra 2C: Implicit
Bedrock GuardrailsAgentCore Policy (GA Mar 2026)AgentCore Evaluations + MemoryAWS Agent Registry (Preview)
VASTEmerging
VAST PolicyEngine (End of 2026)VAST TuningEngine (End of 2026)Polaris Control Plane (Placement)VAST DataSpace (Global Namespace)The Closed Loop (PolicyEngine + TuningEngine)
Google CloudCeded — Productized but Captive
Agent Identity (GA)Agent GatewayAgent-to-Agent OrchestrationAgent RegistryAgent Observability
VMwareEmerging Signals Only
MCP Server Governance (VCF 9.1)VCF Intelligent Assist (Tech Preview)GPU/Model Metrics Observability
Microsoft AzureIntelligence 2C: Productized | Infra 2C: Emerging
Agent Governance Toolkit (April 2026, Open-Source)Microsoft Entra Agent ID (GA April 2026)Microsoft Agent 365 (Control Plane)Foundry AI Gateway
NVIDIARuntime Governance Only — Not a Reasoning Plane
NemoClaw + OpenShell Agent Governance (Alpha)NeMo Guardrails (Agent Policy Enforcement)
IBM / Red HatMost Explicit 2C Claim
watsonx Orchestrate (Next-Gen Agentic Control Plane)IBM Bob (Multi-Model Orchestration)IBM Sovereign Core (Runtime Sovereignty)watsonx.governance (Cross-Platform AI Assurance)
Oracle CloudIntelligence 2C: Emerging | Infra 2C: Implicit
OCI Enterprise AI GovernanceAutonomous Database Self-Management
CiscoSecurity + Identity — Not Yet Governance
Duo Agentic IdentityAGNTCY (Linux Foundation — Infrastructure Layer)Cisco AI Defense (Agent Governance Functions)Splunk Observability + Galileo (Agent Evaluation)
PalantirCeded — Closest Productized Mechanism, Adjacent Target
Apollo Orchestration Engine (Constraint Solver)Interaction-Time Policy Reasoning (Ontology)Agent Governance & ObservabilityPersistent, Vendor-Operated Connection (Not Self-Deployable)
4+1 Layer AI Infrastructure Model · Vendor Assessment Series · The CTO Advisor LLC · thectoadvisor.com